The notification buzzed on her phone, and she froze. Her heart hammered against her ribs as she opened the email. A D on the final project. She stared at the screen, the words blurring. Her breath hitched. The hours she'd spent browsing social media, the times she'd chosen a nap over research – all of it flashed before her eyes. She felt a sharp pang of… discomfort… as she realized the sacrifices she hadn’t made. She deleted the email, then immediately opened it again, as if the harsh reality could somehow disappear.

Emotion: guilty

Cluster: Shame / Guilt
PC1 (Valence): -1.62 Negative
PC2 (Disposition): 1.23

Role in Research

This story is one of 1,000 stories generated for the emotion guilty. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 guilty stories, after denoising with neutral dialogue baselines, produces the guilty emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the guilty vector is projected through the unembedding matrix.

Promoted:
S0.492
L0.398
0.354
been0.323
ashamed0.319
Suppressed:
de-0.400
(!)-0.279
la-0.276
😍-0.274
"!-0.264